Wan2.2 - Ultimate SD Image Upscaler - Batch loader - Florence - Master UI

This workflow is for image upscaling. It can load single images or image batches, process prompt text with Florence, and save image outputs; its graph also includes WanImageToVideo.

The listed steps cover image loading, batch loading, prompt replacement, text concatenation, Florence runs, scaling, model-based upscaling, image comparison, and saving.

The graph also includes CLIP loading, text encoding, resolution controls, and WanImageToVideo.

LoadImage and Load Image Batch identify single-image and batch-image inputs.

CLIPTextEncode, Text Concatenate, and Florence2Run are listed for text processing; SaveImage is listed for image output, and Image Comparer (rgthree) is listed for image comparison.

The workflow is listed on Civitai as a Workflow and is published by Sinusplusminus.

Listed model files are lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16_.safetensors, MiaoshouAI/Florence-2-base-PromptGen-v2.0, RealESRGAN_x2plus.pth, umt5_xxl_fp8_e4m3fn_scaled.safetensors, wan_2.1_vae.safetensors, and Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors.

Listed node packs are comfyui_tinyterranodes, comfyui_ultimatesdupscale, comfyui-easy-use, comfyui-florence2, comfyui-workflow-encrypt, crt-nodes, and was-ns.

The listed base model is Wan Video 2.2 I2V-A14B.

Listed node-pack pins are comfyui_tinyterranodes 2.0.9, comfyui_ultimatesdupscale 1.5.1, comfyui-easy-use 5c8cdb58c798a404e50636c6f3e179b084a23fab, and comfyui-florence2 1.0.3.

The remaining listed pins are comfyui-workflow-encrypt 1.0.0, crt-nodes 1.9.6, and was-ns 3.0.1.

Before setup, verify the source and exact file for wan_2.1_vae.safetensors, lightx2v_T2V_14B_cfg_step_distill_v2_lora_rank64_bf16_.safetensors, Wan2_2-T2V-A14B-LOW_fp8_e4m3fn_scaled_KJ.safetensors, and umt5_xxl_fp8_e4m3fn_scaled.safetensors; no source URL is listed for these four

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Before setup, confirm the exact comfyui-florence2 pack and RealESRGAN_x2plus.pth file, and verify where to obtain was-ns.

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